Early fault classification in dynamic systems using case-based reasoning

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4177 LNAI, Issue , 2006, Pages 211-220

  Bregón, Aníbal ^a   Aranzazu Simon M ^a   Rodríguez, Juan José ^b   Alonso, Carlos ^a   Pulido, Belarmino ^a   Moro, Isaac ^a  

^a UNIVERSITY OF VALLADOLID   (Spain)

^b UNIVERSITY OF BURGOS   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; FAULT TOLERANT COMPUTER SYSTEMS; MATHEMATICAL MODELS;

CASE BASED REASONING; DYNAMIC SYSTEMS; FAULT CLASSIFICATION; FAULT MODES;

ARTIFICIAL INTELLIGENCE;

EID: 33750260397     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11881216_23     Document Type: Conference Paper

References (18)

1. A. Aamodt and E. Plaza. Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches. AI Communications. IOS Press, Vol. 7: 1, pages 39-59, 1994.
2. C. Alonso, J.J. Rodriguez, and B. Pulido. Enhancing consistency-based diagnosis with machine-learning techniques. In 14th International Workshop on Principles of Diagnosis, DX0S, Washington, D.C. USA, 2003.
3. D. M. Brann, D. A. Thurman, and C. M. Mitchell. Case-Based Reasoning as a Methodology for Accumulating Human Expertise for Discrete System Control. In Proceedings of the IEEE Int. Conf. on SMC, Vancouver, B. C., Canada, pages 4219-4223, 1995.
4. A. Bregón, B. Pulido, M.A. Simon, I. Moro, O. Prieto, J.J. Rodrfguez, and C. Alonso. Focusing fault localization in model-based diagnosis with case-based reasoning. In 17th International Workshop on Principles of Diagnosis, DX06, Peñaranda de Duero, Spain, 2006.
5. A. Bregón, M. A. Simón, J. J. Rodríguez, C. Alonso, B. Pulido, and I. Moro. Un sistema de razonamiento basado en casos para la clasificación de fallos en sistemas dinámicos. In Primer Congreso Español de Informática, Granada, España, 2005.
6. J. Britanik and M. Marefat. Case-Based Manufacturing Process Planning with integrated support for knowledge sharing. In IEEE Int. Symp. on Assembly Task Planning, pages 107-112, 1995.
7. J. Colomer, J. Melendez, and F. Gamero. A qualitative case-based approach for situation assessment in dynamic systems, application in a two tank system. In Proceedings of the IFAC-Safeprocess 2003, Washington, USA, 2003.
8. J. Colomer, J. Melendez, and F. I. Gamero. Qualitative representation of process trends for situation assessment based on cases. In 15th Triennial World Congress of the International Federation of Automatic Control, Barcelona, Spain, 2002.
9. E. Keogh and C. A. Ratanamahatana. Exact indexing of dynamic time warping. Knowledge and Information Systems, 7(3):358-386, 2005.
10. J. Kolodner. Case-Based Reasoning. Morgan Kaufmann Publishers, 1993.
11. D. B. Leake. CBR in Context: The present and Future. Case-Based Reasoning: Experiences, Lessons, and Future Directions. Menlo Park: AAAI Press., 1996.
12. M. Lenz, M. Manago, andE. Auriol. Diagnosis and decision support. In Case-Based Reasoning Technology, pages 51-90, 1998.
13. C. Price. Computer-based diagnostic systems. Springer Verlag, New York, 1999.
14. O. Prieto and A. Bregón. A comparative of two machine-learning techniques to focus the diagnosis task (to be published, draft available upon request). In Third European Starting AI Researcher Symposium (STAIRS'06), Riva del Garda, Italy, 2006.
15. B. Pulido, C. Alonso, and F. Acebes. Lessons learned from diagnosing dynamic systems using possible conflicts and quantitative models. In Engineering of Intelligent Systems. Fourteenth International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE-2001), volume 2070 of Lecture Notes in Artificial Intelligence, pages 135-144, Budapest, Hungary, 2001.
16. B. Pulido and C. Alonso Gonzalez. Possible conflicts: a compilation technique for consistency-based diagnosis. "IEEE Trans. on Systems, Man, and Cybernetics. Part B: Cybernetics", 34(5):2192-2206, 2004.
17. B. Pulido, J.J. Rodriguez Diez, C. Alonso Gonzalez, O. Prieto, E. Gelso, and F. Acebes. Diagnosis of continuous dynamic systems: integrating consistency-based diagnosis with machine-learning techniques. In XVI IFAC World Congress, 2005, Prague, Zcheck Republic, 2005.
18. I. Watson. Applying Case-Based Reasoning: Techniques for Enterprise Systems. Morgan Kaufmann Publishers, 1997.